List of Publications
Papers published in 2003, 2004, 2005, 2006, 2007, and 2008.
Last update on 3 July 2008.
2008
- Martí D, Deco G, Mattia M, Gigante G, Del Giudice P (2007)
A fluctuation-driven mechanism for slow decision in reverberant networks
PLoS One 3(7): e2534. doi:10.1371/journal.pone.0002534
- Roxin A, Ledberg A
Neurobiological models of two-choice decision making can be reduced to a one-dimensional nonlinear diffusion equation,
PLoS Computational Biology 4(3): e1000046. doi:10.1371/journal.pcbi.1000046 [pdf] [Supplementary material]
- Loh M, Pasupathy A, Miller EK, Deco G
Neurodynamics of the prefrontal cortex during conditional visuomotor
associations,
J Cogn Neurosci 2008 Mar;20(3):421-31
- Durstewitz D, Deco G
Computational significance of transient dynamics in cortical networks,
Eur J Neurosci 2008 Feb;27(3):790
- Larsson JP, Constán FV, Sebastián-Gallés N, Deco G
Lexical plasticity in early bilinguals does not alter phoneme categories: I.
Neurodynamical modeling,
J Cogn Neurosci 2008 Jan;20(1):76-94
- Goldbach M, Loh M, Deco D, Garcia-Ojalvo J
Neurodynamical amplification of perceptual signals via system-size resonance
Physica D 237, 316-323 (2008)
2007
- Loh M, Rolls ET, Deco G
Statistical fluctuations in attractor networks related to schizophrenia.
Pharmacopsychiatry, 40(Suppl 1): S78-S84.
- Deco G, Pérez-Sanagustín M, de Lafuente V, Romo R
Perceptual Detection as a Dynamical Bistability Phenomenon: A Neurocomputational Correlate of Sensation,
PNAS 104, 50, 20073-20077 2007
- Loh M, Rolls E, Deco G
A Dynamical Systems Hypothesis of Schizophrenia
PLoS Computational Biology 3, 11, 2007
- Stemme A, Deco G, Busch A
The Neuronal Dynamics Underlying Cognitive Flexibility in Set Shifting Tasks
Journal of Computational Neuroscience, 23, 313-331 (2007)
- Stemme A, Deco G, Busch A
The Neurodynamics Underlying Attentional Control in Set Shifting Tasks
Cognitive Neurodynamics, 1, 3, 249-259 (2007)
- Deco G, Scarano L, Soto-Faraco S.
Weber's
Law in Decision Making: Integrating Behavioral Data in Humans with
a Neurophysiological Model,
The Journal of Neuroscience, 17, 11192-11200 (2007).
- Riecke H, Roxin A, Madruga S, Solla SA
Multiple attractors, long chaotic transients, and failure in small-world networks of excitable neurons,
Chaos, 17, 026110 (2007).
- Mavritsaki E, Heinke D, Humphreys G, Deco G
Suppressive effects in visual search: A neurocomputational analysis of preview search,
Neurocomputing, 70, pp 1925-1931. [pdf]
- Deco G, Heinke D
Attention and spatial resolution: A theoretical and experimental study of visual search in hierarchical patterns,
Perception, 36, pp 335-354. [pdf]
- Jehee J, Roelfsema P, Deco G, Murre J, Lamme V
Interactions between higher and lower visual areas improve shape selectivity of higher level neurons - Explaining crowding phenomena,
Brain Research, 1157, pp 3167-176. [pdf]
- Deco G, Martí D (2007),
Extended method
of moments for deterministic analysis of stochastic multistable
neurodynamical systems,
Physical Review E, 75: 031913, March 2007, 7pp.
- Deco G, Martí D (2007),
Deterministic
Analysis of Stochastic Bifurcations in Multi-stable Neurodynamical
Systems,
Biological Cybernetics, 96, 5, May 2007, pp 487-496.
2006
- Rolls ET, Deco G
Attention in natural scenes: neurophysiological and computational bases,
Neural Networks 19, 1383-1394. [pdf]
- Deco G
A dynamical model of event-related fMR1 signals in prefrontal cortex:
Predictions for schizophrenia,
Pharmacopsychiatry 39, S65-S67 Suppl. [pdf]
- Deco G, Rolls ET
Decision-making and Weber's law: a neurophysiological model,
European Journal of Neuroscience 24, 901-916. [pdf]
- Deco G, Zihl J
The neurodynamics of visual search,
Visual Research 14, 1006. [pdf]
- Ledberg A, Bressler SL, Ding M, Coppola R, Nakamura R
Large-Scale Visuomotor Integration in the Cerebral Cortex,
Cerebral Cortex, 17:44-62, (2006).
- Montbrió E, Pazó D, Schmidt J
Time delay in the Kuramoto model with bimodal frequency distribution,
Physical Review E 74, 056201. [pdf]
- Mormann F, Andrzejak RG, Elger CE, Lehnertz K
Seizure prediction: The long and winding road,
Brain, 10.1093/brain/awl241.
- Kreuz T, Mormann F, Andrzejak RG, Kraskov K, Lehnertz K, Grassberger P
Measuring synchronization in coupled model systems: A comparison of different approaches,
Physica D, in press.
- Pazó D, Montbrió E
Universal behavior in populations composed of excitable and self-oscillatory elements,
Physical Review E (rapid comm.) 73, 055202. [pdf]
- Andrzejak RG, Ledberg A, Deco G
Detecting
event-related time-dependent directional couplings,
New J. Phys. 8 (2006) 6 [New Journal of Physics
homepage].
- Szabo M, Deco D, Fusi S, Del Giudice P, Mattia M, Stetter M
Learning to Attend: Modelling the Shaping of Selectivity in Infero-temporal
Cortex in a Categorization Task,
Biological Cybernetics, 94, 5, May 2006. [pdf]
- Martí D, Deco D, Del Giudice P, Mattia M
Reward-biased Probabilistics Decision-making: Mean Field Predictions
and Spiking Simulations,
Neurocomputing 69 10-12, June 2006. [pdf]
- Koepke F, Loh M, Costa A, Deco G
Neuroynamical Approach to Picture-word Interference Effect,
Neurocomputing, 69 10-12, June 2006. [pdf]
2005
- Loh M, Deco G
Cognitive Flexibility and Decision-Making in a Model of
Conditional Visuomotor Associations,
European Journal of Neuroscience 22, 2927-2936.
[pdf]
- Deco G, Rolls ET
Attention, short-term memory, and action selection: A unifying theory,
Progress of Neurobiology 76, 236-256. [pdf]
- Deco G, Ledberg A, Almeida R, Fuster J
Neural Dynamics of Cross-modal and Cross-temporal
Associations,
Experimental Brain Research 166, 325-336. [pdf]
- Stemme A, Deco G, Busch A, Schneider W
Neurons and the Synaptic Basis of fMRI Signal Associated with
Cognitive Flexibility,
NeuroImage 26, 454-470. [pdf]
- Deco G, Rolls ET
Neurodynamics of Biased-Competition and Cooperation for
Attention: A Model with Spiking Neurons,
Journal of Neurophysiology 94, 295-313. [pdf]
- Deco G, Rolls ET
Sequential Memory: A Putative Neural and Synaptic Dynamical
Mechanism,
Journal of Cognitive Neuroscience 17, 294-307. [pdf]
- Szabo M, Almeida R, Deco G, Stetter M
A Neural Model for the Shaping of Feature Selectivity in IT by
Visual Categorization,
Neurocomputing 65, 195-201. [pdf]
- Deco G, Rolls ET
Synaptic and Spiking Dynamics Underlying Reward Reversal in the
Orbitofrontal Cortex,
Cerebral Cortex, 15,
15-30. [pdf]
- Deco G
The computational neuroscience of visual cognition: Attention,
memory and reward,
Lecture notes in Computer Science 3369, 100-117.
2004
- Almeida R, Deco G, Stetter M
Modular Biased-Competition and Cooperation: A Candidate Mechanism
for Selective Working Memory,
European Journal of Neuroscience, 20, 2789-2803. [pdf]
- Deco G, Lee TS,
The Role of Early Visual Cortex in Visual Integration: A Neural
Model of Recurrent Interaction
European Journal of Neuroscience, 20, 1089-1100. [pdf]
- Deco G, Zihl J,
A Biased Competition Based Neurodynamical Model of Visual
Neglect,
Medical Engineering and Physics, 26, 733-743. [pdf]
- Deco G, Rolls ET, Horwitz B
Integrating fMRI and Single-Cell Data of Visual Working
Memory,
Neurocomputing, 58-60, 729-737. [pdf]
- Corchs S, Deco G
Feature Based Attention in Human Visual Cortex: Simulation of
fMRI Data,
NeuroImage, 21, 36-45. [pdf]
- Deco G, Rolls ET
A Neurodynamical Cortical Model of Visual Attention and Invariant
Object Recognition,
Vision Research, 44,
621-642. [pdf]
- Szabo M, Almeida R, Deco G, Stetter M
Cooperation and Biased Competition Model Can Explain Attentional
Filtering in the Prefrontal Cortex,
European Journal of Neuroscience, 19, 1969-1977. [pdf]
- Deco G, Rolls ET, Horwitz B
What and Where in Visual Working Memory: A Computational
Neurodynamical Perspective for Integrating fMRI and Single-Neuron
Data,
Journal of Cognitive Neuroscience, 1166, 683-701. [pdf]
2003
- Corchs S, Stetter M, Deco G
System-Level Neural Modeling of Visual Attention
Mechanisms,
Artificial Intelligence Review, 20, 143-160. [pdf]
- Stetter M, Deco G, Dejori M
Large-Scale Computational Modeling of Genetic Regulatory
Networks,
Artificial Intelligence Review, 20, 75-93. [pdf]
- Deco G, Rolls ET
Attention and Working Memory: A Dynamical Model of Neuronal
Activity in the Prefrontal Cortex,
European Journal of Neuroscience, 18, 2374-2390. [pdf]
